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You can stop the training process, MONAI Label plugin should have a button for that. But I feel your question is how to save an inter-medium model for future use. Now the plugin have an "option" panel that can chose the epochs for training. You can train smaller epochs and save the model, or train it again when new labeled data are annotated.

Typically, train smaller set and more iterations should be better, and it would be better each iteration new annotated data can be added. This interactive process can achieve better results.

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@RotoDrache
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